Generative Modeling by PRISM

PRISM is a probabilistic extension of Prolog. It is a high level language for probabilistic modeling capable of learning statistical parameters from observed data. After reviewing it from various viewpoints, we examine some technical details related to logic programming, including semantics, search and program synthesis.

• Type: Conference
• Year: 2009
• Where: ICLP
• Authors: Taisuke Sato
• Keywords: ICLP 2009, Probabilistic Extension, Probabilistic Modeling, Programming Languages, Statistical Parameters